Crobox Reports
In-depth research on guided selling, product discovery, and consumer psychology for ecommerce teams. Every report is grounded in first-party data from real retail catalogs and shopper journeys, not generic industry surveys.
Download any of the reports below to see how leading brands convert browsers into buyers. You'll find playbooks on reducing friction, benchmarks for conversion uplift, and frameworks for thinking about product data as a growth lever. No gated marketing fluff, just the numbers, the methods, and the takeaways you can apply this quarter.
New to Crobox? Start with why we exist, then see how the Product Finder, Data Enrichment, and Dynamic Messaging surface the insights these reports describe. Ready to see it live? Book a demo.
What you'll learn
Online retail is noisier than ever. Catalogs are bigger, shopper attention is thinner, and the familiar playbook of search boxes and faceted filters leaves most browsers overwhelmed before they ever see the right product. Our reports tackle that gap head-on. Each one walks through a specific problem, the behavioral science behind it, and the measurable outcomes when guided selling is done well.
Expect real data, not vendor fluff. When we cite a +259% conversion uplift or a 4.7x ROI, we show the methodology, the baseline, and the conditions that produced it. When we talk about friction, we break down exactly where shoppers drop off and why, using session data from live ecommerce sites across fashion, footwear, outdoor, home, and B2B verticals.
Who these reports are written for
Ecommerce managers looking to justify investment in product discovery. CRO specialists searching for new levers after the obvious A/B test wins have dried up. Merchandisers trying to make sense of product data at scale. Product and UX leaders who want to understand why choice overload quietly kills conversion rates. And digital directors who need to brief a board on where the next 20% of revenue growth will come from.
The behavioral lens
Every report is written through the lens of consumer decision-making. We draw on choice architecture, behavioral economics, and decades of research into how people actually shop, not how product teams assume they shop. That means frameworks you can apply outside the specific examples in each report: how to structure a question tree so it feels like guidance rather than interrogation, how to surface product attributes in the order shoppers actually weigh them, and how to use nudging without feeling manipulative.
How to put them to work
Most of our readers come back with a short list of experiments their team can run next quarter. If you want to go deeper, our blog covers the same themes in shorter form, and the success stories show what the reports look like in production at brands like ASICS, Bissell, and Joolz. For a tailored walkthrough of how the findings apply to your catalog, book a demo or get in touch and we'll match you with a specialist in your vertical.
A note on our data
We pull insights from live guided selling sessions across millions of shoppers each month. Aggregated, anonymized, and cross-referenced with conversion and revenue data from retailer partners who have opted in. That first-party foundation is why our benchmarks differ from industry averages, and why the playbooks tend to hold up when you try them yourself. If you're curious about the methodology behind a specific report, every download ends with a short appendix on sample size, time window, and verticals covered.